Index
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Content-Based Recommendation System Market Size Growth Rate by Type: 2019 VS 2023 VS 2030
1.2.2 Local Deployment
1.2.3 Cloud Deployment
1.3 Market by Application
1.3.1 Global Content-Based Recommendation System Market Growth by Application: 2019 VS 2023 VS 2030
1.3.2 Media and Advertising
1.3.3 Entertainment and Games
1.3.4 E-commerce
1.3.5 Financial
1.3.6 Others
1.4 Study Objectives
1.5 Years Considered
1.6 Years Considered
2 Global Growth Trends
2.1 Global Content-Based Recommendation System Market Perspective (2019-2030)
2.2 Content-Based Recommendation System Growth Trends by Region
2.2.1 Global Content-Based Recommendation System Market Size by Region: 2019 VS 2023 VS 2030
2.2.2 Content-Based Recommendation System Historic Market Size by Region (2019-2024)
2.2.3 Content-Based Recommendation System Forecasted Market Size by Region (2025-2030)
2.3 Content-Based Recommendation System Market Dynamics
2.3.1 Content-Based Recommendation System Industry Trends
2.3.2 Content-Based Recommendation System Market Drivers
2.3.3 Content-Based Recommendation System Market Challenges
2.3.4 Content-Based Recommendation System Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Content-Based Recommendation System Players by Revenue
3.1.1 Global Top Content-Based Recommendation System Players by Revenue (2019-2024)
3.1.2 Global Content-Based Recommendation System Revenue Market Share by Players (2019-2024)
3.2 Global Content-Based Recommendation System Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
3.3 Players Covered: Ranking by Content-Based Recommendation System Revenue
3.4 Global Content-Based Recommendation System Market Concentration Ratio
3.4.1 Global Content-Based Recommendation System Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Content-Based Recommendation System Revenue in 2023
3.5 Content-Based Recommendation System Key Players Head office and Area Served
3.6 Key Players Content-Based Recommendation System Product Solution and Service
3.7 Date of Enter into Content-Based Recommendation System Market
3.8 Mergers & Acquisitions, Expansion Plans
4 Content-Based Recommendation System Breakdown Data by Type
4.1 Global Content-Based Recommendation System Historic Market Size by Type (2019-2024)
4.2 Global Content-Based Recommendation System Forecasted Market Size by Type (2025-2030)
5 Content-Based Recommendation System Breakdown Data by Application
5.1 Global Content-Based Recommendation System Historic Market Size by Application (2019-2024)
5.2 Global Content-Based Recommendation System Forecasted Market Size by Application (2025-2030)
6 North America
6.1 North America Content-Based Recommendation System Market Size (2019-2030)
6.2 North America Content-Based Recommendation System Market Growth Rate by Country: 2019 VS 2023 VS 2030
6.3 North America Content-Based Recommendation System Market Size by Country (2019-2024)
6.4 North America Content-Based Recommendation System Market Size by Country (2025-2030)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Content-Based Recommendation System Market Size (2019-2030)
7.2 Europe Content-Based Recommendation System Market Growth Rate by Country: 2019 VS 2023 VS 2030
7.3 Europe Content-Based Recommendation System Market Size by Country (2019-2024)
7.4 Europe Content-Based Recommendation System Market Size by Country (2025-2030)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Nordic Countries
8 Asia-Pacific
8.1 Asia-Pacific Content-Based Recommendation System Market Size (2019-2030)
8.2 Asia-Pacific Content-Based Recommendation System Market Growth Rate by Region: 2019 VS 2023 VS 2030
8.3 Asia-Pacific Content-Based Recommendation System Market Size by Region (2019-2024)
8.4 Asia-Pacific Content-Based Recommendation System Market Size by Region (2025-2030)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia
9 Latin America
9.1 Latin America Content-Based Recommendation System Market Size (2019-2030)
9.2 Latin America Content-Based Recommendation System Market Growth Rate by Country: 2019 VS 2023 VS 2030
9.3 Latin America Content-Based Recommendation System Market Size by Country (2019-2024)
9.4 Latin America Content-Based Recommendation System Market Size by Country (2025-2030)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Content-Based Recommendation System Market Size (2019-2030)
10.2 Middle East & Africa Content-Based Recommendation System Market Growth Rate by Country: 2019 VS 2023 VS 2030
10.3 Middle East & Africa Content-Based Recommendation System Market Size by Country (2019-2024)
10.4 Middle East & Africa Content-Based Recommendation System Market Size by Country (2025-2030)
10.5 Turkey
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 Taboola
11.1.1 Taboola Company Detail
11.1.2 Taboola Business Overview
11.1.3 Taboola Content-Based Recommendation System Introduction
11.1.4 Taboola Revenue in Content-Based Recommendation System Business (2019-2024)
11.1.5 Taboola Recent Development
11.2 Outbrain
11.2.1 Outbrain Company Detail
11.2.2 Outbrain Business Overview
11.2.3 Outbrain Content-Based Recommendation System Introduction
11.2.4 Outbrain Revenue in Content-Based Recommendation System Business (2019-2024)
11.2.5 Outbrain Recent Development
11.3 Alibaba Cloud
11.3.1 Alibaba Cloud Company Detail
11.3.2 Alibaba Cloud Business Overview
11.3.3 Alibaba Cloud Content-Based Recommendation System Introduction
11.3.4 Alibaba Cloud Revenue in Content-Based Recommendation System Business (2019-2024)
11.3.5 Alibaba Cloud Recent Development
11.4 Tencent
11.4.1 Tencent Company Detail
11.4.2 Tencent Business Overview
11.4.3 Tencent Content-Based Recommendation System Introduction
11.4.4 Tencent Revenue in Content-Based Recommendation System Business (2019-2024)
11.4.5 Tencent Recent Development
11.5 Baidu
11.5.1 Baidu Company Detail
11.5.2 Baidu Business Overview
11.5.3 Baidu Content-Based Recommendation System Introduction
11.5.4 Baidu Revenue in Content-Based Recommendation System Business (2019-2024)
11.5.5 Baidu Recent Development
11.6 ByteDance (Volcano Engine)
11.6.1 ByteDance (Volcano Engine) Company Detail
11.6.2 ByteDance (Volcano Engine) Business Overview
11.6.3 ByteDance (Volcano Engine) Content-Based Recommendation System Introduction
11.6.4 ByteDance (Volcano Engine) Revenue in Content-Based Recommendation System Business (2019-2024)
11.6.5 ByteDance (Volcano Engine) Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.2 Data Source
13.2 Disclaimer
13.3 Author Details
List of Tables
List of Tables
Table 1. Global Content-Based Recommendation System Market Size Growth Rate by Type (US$ Million): 2019 VS 2023 VS 2030
Table 2. Key Players of Local Deployment
Table 3. Key Players of Cloud Deployment
Table 4. Global Content-Based Recommendation System Market Size Growth by Application (US$ Million): 2019 VS 2023 VS 2030
Table 5. Global Content-Based Recommendation System Market Size by Region (US$ Million): 2019 VS 2023 VS 2030
Table 6. Global Content-Based Recommendation System Market Size by Region (2019-2024) & (US$ Million)
Table 7. Global Content-Based Recommendation System Market Share by Region (2019-2024)
Table 8. Global Content-Based Recommendation System Forecasted Market Size by Region (2025-2030) & (US$ Million)
Table 9. Global Content-Based Recommendation System Market Share by Region (2025-2030)
Table 10. Content-Based Recommendation System Market Trends
Table 11. Content-Based Recommendation System Market Drivers
Table 12. Content-Based Recommendation System Market Challenges
Table 13. Content-Based Recommendation System Market Restraints
Table 14. Global Content-Based Recommendation System Revenue by Players (2019-2024) & (US$ Million)
Table 15. Global Content-Based Recommendation System Market Share by Players (2019-2024)
Table 16. Global Top Content-Based Recommendation System Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Content-Based Recommendation System as of 2023)
Table 17. Ranking of Global Top Content-Based Recommendation System Companies by Revenue (US$ Million) in 2023
Table 18. Global 5 Largest Players Market Share by Content-Based Recommendation System Revenue (CR5 and HHI) & (2019-2024)
Table 19. Key Players Headquarters and Area Served
Table 20. Key Players Content-Based Recommendation System Product Solution and Service
Table 21. Date of Enter into Content-Based Recommendation System Market
Table 22. Mergers & Acquisitions, Expansion Plans
Table 23. Global Content-Based Recommendation System Market Size by Type (2019-2024) & (US$ Million)
Table 24. Global Content-Based Recommendation System Revenue Market Share by Type (2019-2024)
Table 25. Global Content-Based Recommendation System Forecasted Market Size by Type (2025-2030) & (US$ Million)
Table 26. Global Content-Based Recommendation System Revenue Market Share by Type (2025-2030)
Table 27. Global Content-Based Recommendation System Market Size by Application (2019-2024) & (US$ Million)
Table 28. Global Content-Based Recommendation System Revenue Market Share by Application (2019-2024)
Table 29. Global Content-Based Recommendation System Forecasted Market Size by Application (2025-2030) & (US$ Million)
Table 30. Global Content-Based Recommendation System Revenue Market Share by Application (2025-2030)
Table 31. North America Content-Based Recommendation System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 32. North America Content-Based Recommendation System Market Size by Country (2019-2024) & (US$ Million)
Table 33. North America Content-Based Recommendation System Market Size by Country (2025-2030) & (US$ Million)
Table 34. Europe Content-Based Recommendation System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 35. Europe Content-Based Recommendation System Market Size by Country (2019-2024) & (US$ Million)
Table 36. Europe Content-Based Recommendation System Market Size by Country (2025-2030) & (US$ Million)
Table 37. Asia-Pacific Content-Based Recommendation System Market Size Growth Rate by Region (US$ Million): 2019 VS 2023 VS 2030
Table 38. Asia-Pacific Content-Based Recommendation System Market Size by Region (2019-2024) & (US$ Million)
Table 39. Asia-Pacific Content-Based Recommendation System Market Size by Region (2025-2030) & (US$ Million)
Table 40. Latin America Content-Based Recommendation System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 41. Latin America Content-Based Recommendation System Market Size by Country (2019-2024) & (US$ Million)
Table 42. Latin America Content-Based Recommendation System Market Size by Country (2025-2030) & (US$ Million)
Table 43. Middle East & Africa Content-Based Recommendation System Market Size Growth Rate by Country (US$ Million): 2019 VS 2023 VS 2030
Table 44. Middle East & Africa Content-Based Recommendation System Market Size by Country (2019-2024) & (US$ Million)
Table 45. Middle East & Africa Content-Based Recommendation System Market Size by Country (2025-2030) & (US$ Million)
Table 46. Taboola Company Detail
Table 47. Taboola Business Overview
Table 48. Taboola Content-Based Recommendation System Product
Table 49. Taboola Revenue in Content-Based Recommendation System Business (2019-2024) & (US$ Million)
Table 50. Taboola Recent Development
Table 51. Outbrain Company Detail
Table 52. Outbrain Business Overview
Table 53. Outbrain Content-Based Recommendation System Product
Table 54. Outbrain Revenue in Content-Based Recommendation System Business (2019-2024) & (US$ Million)
Table 55. Outbrain Recent Development
Table 56. Alibaba Cloud Company Detail
Table 57. Alibaba Cloud Business Overview
Table 58. Alibaba Cloud Content-Based Recommendation System Product
Table 59. Alibaba Cloud Revenue in Content-Based Recommendation System Business (2019-2024) & (US$ Million)
Table 60. Alibaba Cloud Recent Development
Table 61. Tencent Company Detail
Table 62. Tencent Business Overview
Table 63. Tencent Content-Based Recommendation System Product
Table 64. Tencent Revenue in Content-Based Recommendation System Business (2019-2024) & (US$ Million)
Table 65. Tencent Recent Development
Table 66. Baidu Company Detail
Table 67. Baidu Business Overview
Table 68. Baidu Content-Based Recommendation System Product
Table 69. Baidu Revenue in Content-Based Recommendation System Business (2019-2024) & (US$ Million)
Table 70. Baidu Recent Development
Table 71. ByteDance (Volcano Engine) Company Detail
Table 72. ByteDance (Volcano Engine) Business Overview
Table 73. ByteDance (Volcano Engine) Content-Based Recommendation System Product
Table 74. ByteDance (Volcano Engine) Revenue in Content-Based Recommendation System Business (2019-2024) & (US$ Million)
Table 75. ByteDance (Volcano Engine) Recent Development
Table 76. Research Programs/Design for This Report
Table 77. Key Data Information from Secondary Sources
Table 78. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Content-Based Recommendation System Market Size Comparison by Type (2024-2030) & (US$ Million)
Figure 2. Global Content-Based Recommendation System Market Share by Type: 2023 VS 2030
Figure 3. Local Deployment Features
Figure 4. Cloud Deployment Features
Figure 5. Global Content-Based Recommendation System Market Size Comparison by Application (2024-2030) & (US$ Million)
Figure 6. Global Content-Based Recommendation System Market Share by Application: 2023 VS 2030
Figure 7. Media and Advertising Case Studies
Figure 8. Entertainment and Games Case Studies
Figure 9. E-commerce Case Studies
Figure 10. Financial Case Studies
Figure 11. Others Case Studies
Figure 12. Content-Based Recommendation System Report Years Considered
Figure 13. Global Content-Based Recommendation System Market Size (US$ Million), Year-over-Year: 2019-2030
Figure 14. Global Content-Based Recommendation System Market Size, (US$ Million), 2019 VS 2023 VS 2030
Figure 15. Global Content-Based Recommendation System Market Share by Region: 2023 VS 2030
Figure 16. Global Content-Based Recommendation System Market Share by Players in 2023
Figure 17. Global Top Content-Based Recommendation System Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Content-Based Recommendation System as of 2023)
Figure 18. The Top 10 and 5 Players Market Share by Content-Based Recommendation System Revenue in 2023
Figure 19. North America Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 20. North America Content-Based Recommendation System Market Share by Country (2019-2030)
Figure 21. United States Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 22. Canada Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 23. Europe Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 24. Europe Content-Based Recommendation System Market Share by Country (2019-2030)
Figure 25. Germany Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 26. France Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 27. U.K. Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 28. Italy Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 29. Russia Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 30. Nordic Countries Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 31. Asia-Pacific Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 32. Asia-Pacific Content-Based Recommendation System Market Share by Region (2019-2030)
Figure 33. China Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 34. Japan Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 35. South Korea Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 36. Southeast Asia Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 37. India Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 38. Australia Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 39. Latin America Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 40. Latin America Content-Based Recommendation System Market Share by Country (2019-2030)
Figure 41. Mexico Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 42. Brazil Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 43. Middle East & Africa Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 44. Middle East & Africa Content-Based Recommendation System Market Share by Country (2019-2030)
Figure 45. Turkey Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 46. Saudi Arabia Content-Based Recommendation System Market Size YoY Growth (2019-2030) & (US$ Million)
Figure 47. Taboola Revenue Growth Rate in Content-Based Recommendation System Business (2019-2024)
Figure 48. Outbrain Revenue Growth Rate in Content-Based Recommendation System Business (2019-2024)
Figure 49. Alibaba Cloud Revenue Growth Rate in Content-Based Recommendation System Business (2019-2024)
Figure 50. Tencent Revenue Growth Rate in Content-Based Recommendation System Business (2019-2024)
Figure 51. Baidu Revenue Growth Rate in Content-Based Recommendation System Business (2019-2024)
Figure 52. ByteDance (Volcano Engine) Revenue Growth Rate in Content-Based Recommendation System Business (2019-2024)
Figure 53. Bottom-up and Top-down Approaches for This Report
Figure 54. Data Triangulation
Figure 55. Key Executives Interviewed